Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9445880 0.7538489 0.4407085
bt 0.8418498 0.5478125 0.2455739
maxnet 0.7804348 0.4705206 NA
gam 0.7874105 0.4780366 0.1893477
glm 0.7273808 0.4191859 0.1224641

Variable Importance

Partial Dependence